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作物产量估算×物候观测×
领域农学农学
方法族Process / pipelineProcess / pipeline
起源年份20151974
提出者Agronomic research institutions (CIMMYT, ICRISAT, IRRI)Zadoks, Chang, Konzak (cereals); Fehr, Caviness (soybean)
类型Analytical and predictive pipelineObservational and classification pipeline
开创性文献Lobell, D. B., Thau, D., Seifert, C., Engle, E., & Shadow, B. (2015). A regional crop yield forecasting system for Sub-Saharan Africa. Global Food Security, 5, 6-15. link ↗Zadoks, J. C., Chang, T. T., & Konzak, C. F. (1974). A decimal code for the growth stages of cereals. Weed research, 14(6), 415-421. DOI ↗
别名Yield forecasting, Harvest prediction, Yield monitoringGrowth stage assessment, Phenological monitoring, Crop stage scale
相关55
摘要Crop Yield Estimation is an analytical and predictive pipeline for forecasting final crop yield before harvest or monitoring yield accumulation during the growing season. Developed by agronomic research centers (CIMMYT, ICRISAT, IRRI), this method combines field observations, environmental data, and statistical models to predict grain or biomass output, informing harvest planning, market decisions, and performance evaluation.Phenological Observation is an observational and classification pipeline for systematically recording crop development stages from germination to maturity. Standardized through crop-specific scales (Zadoks for cereals, Fehr for soybean), this method enables precise communication of crop status, timing of management decisions (fungicide application, irrigation), and prediction of harvest readiness.
ScholarGate数据集
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  2. 2 来源
  3. PUBLISHED
  1. v1
  2. 2 来源
  3. PUBLISHED

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ScholarGate方法对比: Crop Yield Estimation · Phenological Observation. 于 2026-06-18 检索自 https://scholargate.app/zh/compare